AREC 548 Introduction to Statistical Methods in Economics AREC 549 Applied Econometric Analysis AREC 559 Advanced Applied Econometrics BAT 502 Advanced Applied Econometrics BIOS 511 Healthcare Data Science BIOS 551 Health Data Management and Visualization BIOS 576D Data Management and the SAS Programming Language BIOS 684 General Linear and Mixed Effects Models BIOS 686 Survival Analysis COGS 500 Computational Skills for the Research Lab COGS 509 Computational Skills for the Research Lab CSC 522 Parallel and Distributed Computing CSC 536 Software Engineering CSC 577 Introduction to Computer Vision CSC 583 Text Retrieval and Web Search CSC 585 Algorithms for Natural Language Processing ECE 509 Cyber Security - Concept, Theory, Practice ECE 513 Web Development and the Internet of Things ECE 523 Engineering Applications of Machine Learning and Data Analytics ECE 524 Fundamentals of Cloud Security ECE 540 Quantum Sensing and Quantum Machine Learning ECE 569 High Performance Computing: Technology, Architecture and Algorithms ECE 578 Fundamentals of Computer Networks ECE 579 Principles of Artificial Intelligence ECE 696B Advanced Topics in Electrical Engineering EDP 641 Selected Applications of Statistical Methods ENGR 595A Science, Health and Engineering Policy and Diplomacy GAME 526: Game Artificial Intelligence GAME 562: 3D Modeling for Games GIST 513: Geographic Information Systems Programming and Automation GIST 514 Web GIS GIST 604B Open Source GIS HED 612 Introduction to Multivariate Regression and Quantitive Program Evaluation HED 696C Topics in Higher Education HWRS 501 Tools for Data Handling and Analysis in Water, Weather and Climate HWRS 528 Fundamentals: Systems Approach to Hydrologic Modeling HWRS 642 Analysis of Hydrologic Systems INFO 514: Computational Social Science INFO 515: Organization of Information INFO 524: Virtual Reality INFO 525: Algorithms for Games INFO 529: Applied Cyberinfrastructure Concepts INFO 531: Data Warehousing and Analytics in the Cloud INFO 536: Data Science and Public Interests INFO 539: Statistical Natural Language Processing INFO 550: Artificial Intelligence INFO 555 Applied Natural Language Processing INFO 556: Text Retrieval and Web Search INFO 557: Neural Networks INFO 560: Serious STEM Games INFO 570: Data Base Development and Management INFO 571: Introduction to Information Technology INFO 578: Science Information and its Presentation INFO 579: SQL/NoSQL Databases for Data and Information Science INFO 580: Data Standards for the Semantic Web INFO 587: Information Seeking Behaviors INFO 608: Managing the Information Organization INFO 621: Advanced Machine Learning Applications ISTA 410/510: Bayesian Modeling and Inference LING 508 Computational Techniques for Linguists LING 529 Human Language Technology I LING 539: Statistical Natural Language Processing (Cross-listed: INFO and CSC 539) LING 578 Speech Technology LING 581 Advanced Computational Linguistics LING 582 Advanced Statistical Natural Language Processing MATH 574M Statistical Machine Learning MCB 516A: Bioinformatics and Functional Genomic Analysis MIS 547 Fundamentals of Cloud Computing and its Design Strategies MIS 584 Big Data Technologies PHSC 612 Patient-Reported Health Outcomes PTYS 595B Special Topics in Planetary Science: Statistics and Bayesian Data Analysis SFWE 503 Software Project Management SIE 496: Special Topics in Systems and Industrial Engineering: Optimization for Machine Learning SIE 520 Stochastic Modeling I SIE 522 Engineering Decision Making Under Uncertainty SIE 530 Engineering Statistics SIE 532 Sports Analytics SIE 533 Fundamentals of Data Science for Engineers SIE 540 Survey of Optimization Methods SIE 545 Fundamentals of Optimization SIE 549 Optimization for Machine Learning SIE 554A: The Systems Engineering Process SIE 577: Introduction to Biomedical Informatics SIE 596: Special Topics in Systems and Industrial Engineering: Optimization for Machine Learning SIE 640: Large-Scale Optimization SIE 645: Nonlinear Optimization SPWE 501: Software Assurance and Security STAT 564: Theory of Probability STAT 571A Advanced Statistical Regression Analysis STAT 571B: Design of Experiments
